# Articles

## Large Language Models (LLMs) are criticized for stagnating AI research
With improvements largely focused on scaling up rather than innovating in design or performance post-GPT4.

## Great Tables
Aims to solve the **great table dilemma** by enabling the creation of sophisticated tables in Python, drawing from a rich history of table design and addressing modern data presentation challenges. [Great Tables GitHub](https://github.com/posit-dev/great-tables)

## JetMoE-8B
Costing under $0.1 million to train, **surpasses Meta AI's LLaMA2-7B** in performance, challenging the notion that large language model (LLM) training requires vast financial resources.

## Yossi Sariel's online security lapse
The head of Israel's Unit 8200 inadvertently revealed his identity due to a digital trail left by a book he authored under a pseudonym, showcasing a significant **online security lapse**.

## AI's impact on jobs
**Microsoft, Google, and other tech giants** are collaborating in a study led by Cisco to explore how AI might impact technology jobs, amid increasing concerns and legislative debates over AI's role in the workforce.

## Tool Use (function calling)
**Claude now supports interaction with external client-side tools**, enabling users to extend its capabilities by integrating custom tools for a broader range of tasks, accessible via the [Anthropic API](https://docs.anthropic.com/claude/docs/tool-use).

## Fake DMCA threats
**Generative AI** is being used to create fictitious law firms like "Commonwealth Legal," which issue **fake DMCA threats** to webmasters for **SEO manipulation**.

## Google Books and AI-generated content
**Google Books** is increasingly indexing **AI-generated books** that lack quality and relevance, potentially affecting the integrity of search results and the Google Ngram viewer.

## Think-and-Execute
A novel framework introduced enhances **language models' algorithmic reasoning** by decomposing the process into generating task-level pseudocode and simulating its execution.

## Qwen1.5-32B
Emerges as a **pivotal model** in the Qwen1.5 series, designed to **optimize the balance** between performance, efficiency, and memory usage, addressing the community's demand for a model with around 30 billion parameters.

## Cloudflare's PartyKit acquisition
Enhances its serverless computing offerings by enabling developers to easily create **real-time, multi-user applications** with stateful capabilities.

## W3C's analysis on AI systems
The **World Wide Web Consortium (W3C)** proposes an analysis on the **systemic impact of AI systems**, especially those based on **Machine Learning models**, on the Web, focusing on ethical, societal, and technical impacts. [Read more](https://www.w3.org/reports/ai-web-impact/)

## Fortran on WebAssembly
**Dr. George W Stagg** demonstrates compiling **Fortran code to WebAssembly** using a patched LLVM's `flang-new` compiler, enabling Fortran routines to run in web browsers.

## AltStore
A non-jailbreak-required alternative app marketplace, poised to be the first third-party iOS app store in Europe, featuring unique apps like the Delta game emulator.

## Representation Finetuning (ReFT)
Methods, particularly **Low-rank Linear Subspace ReFT (LoReFT)**, offer a **10x-50x more parameter-efficient** approach to adapting large models by intervening on hidden representations, compared to traditional parameter-efficient fine-tuning (PEFT) methods.